Іван Ізонін / Ivan Izonin
Lviv Polytechnic National University
H-index: 26
Europe-Ukraine
Top articles of Іван Ізонін / Ivan Izonin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Advancements in AI-Based Information Technologies: Solutions for Quality and Security | Tetiana Hovorushchenko Ivan Izonin Hakan Kutucu | 2024/2/9 | |
Quality and Security of Critical Infrastructure Systems | Ivan Izonin Tetiana Hovorushchenko Shishir Kumar Shandilya | 2024/1/22 | |
Machine learning for predicting energy efficiency of buildings: a small data approach | Procedia Computer Science | Ivan Izonin Roman Tkachenko Stergios Aristoteles Mitoulis Asaad Faramarzi Ivan Tsmots | 2024/1/1 |
Synthesis of Convolutional Neural Network architectures for biomedical image classification | Biomedical Signal Processing and Control | Oleh Berezsky Petro Liashchynskyi Oleh Pitsun Ivan Izonin | 2024/9/1 |
Modification of Combined Unsupervised-Supervised Cascade Scheme for Small Biomedical Data Classification | Ivan Izonin Roman Tkachenko Marian Sydor Stephane Chretien Iryna Pliss | 2023/9/26 | |
AN UNSUPERVISED-SUPERVISED ENSEMBLE TECHNOLOGY WITH NON-ITERATIVE TRAINING ALGORITHM FOR SMALL BIOMEDICAL DATA ANALYSIS | Computer systems and information technologies | Іван ІЗОНІН | 2023/12/28 |
PREDICTION OF HARDNESS, FLEXURAL STRENGTH, AND FRACTURE TOUGHNESS OF ZrO2 BASED CERAMICS USING ENSEMBLE LEARNING ALGORITHMS | ACTA METALLURGICA SLOVACA | Volodymyr Kulyk Ivan Izonin Valentyna Vavrukh Roman Tkachenko Zoia Duriagina | 2023 |
Energy saving optimization technique-based routing protocol in Mobile ad-hoc network with IOT Environment | Energies | Vinoth Kumar Krishnamoorthy Ivan Izonin Sugumaran Subramanian Shishir Kumar Shandilya Sivasankaran Velayutham | 2023/1/30 |
Smart systems and data-driven services in healthcare | Ivan Izonin Hakan Kutucu Krishna Kant Singh | 2023/5/1 | |
An improved ANN-based sequential global-local approximation for small medical data analysis | EAI Endorsed Transactions on Pervasive Health and Technology | Ivan Izonin Roman Tkachenko Roman Bliakhar Michal Kovac Yevgeniy Bodyanskiy | 2023/9/26 |
An Ensemble Method for the Regression Model Parameter Adjustments: Direct Approach | Математичне та комп'ютерне моделювання. Серія: Технічні науки | Іван Ізонін | 2023/11/19 |
Homogeneous adaboost ensemble machine learning algorithms with reduced entropy on balanced data | Entropy | Mahesh Thyluru Ramakrishna Vinoth Kumar Venkatesan Ivan Izonin Myroslav Havryliuk Chandrasekhar Rohith Bhat | 2023/1/29 |
Mathematical models of the information interaction process in 5G-IoT ecosystem: Different functional scenarios | ICT Express | Viacheslav Kovtun Ivan Izonin Michal Gregus | 2023/4/1 |
Effective Software Effort Estimation Leveraging Machine Learning for Digital Transformation | IEEE Access | Akshay Jadhav Shishir Kumar Shandilya Ivan Izonin Michal Gregus | 2023/7/7 |
An Ensemble Method for the Analysis of Small Biomedical Data based on a Neural Network Without Training. | Èlektronnoe Modelirovanie | IV Izonin RO Tkachenko OL Semchyshyn | 2023/11/1 |
Efficient Data Preprocessing with Ensemble Machine Learning Technique for the Early Detection of Chronic Kidney Disease | Applied Sciences | Vinoth Kumar Venkatesan Mahesh Thyluru Ramakrishna Ivan Izonin Roman Tkachenko Myroslav Havryliuk | 2023/1/21 |
Fast computational approach to the Levenberg-Marquardt algorithm for training feedforward neural networks | Journal of Artificial Intelligence and Soft Computing Research | Jarosław Bilski Jacek Smoląg Bartosz Kowalczyk Konrad Grzanek Ivan Izonin | 2023/3/1 |
Design and implementation of adaptive network stabilization based on artificial bees colony optimization for nature inspired cyber security | Journal of King Saud University-Science | Chirag Ganguli Shishir Kumar Shandilya Ivan Izonin | 2023/7/1 |
An Approximation Cascade Scheme via Rational Fractions for Biomedical Data Analysis | Ivan Izonin Roman Tkachenko Ostap Shcherbii Oleh Berezsky Iurii Krak | 2023/10/19 | |
Novel Hybrid Optimization Techniques to Enhance Reliability from Reverse Osmosis Desalination Process | Energies | Mohammad Abdul Baseer Venkatesan Vinoth Kumar Ivan Izonin Ivanna Dronyuk Athyoor Kannan Velmurugan | 2023/1/7 |
Co-Authors
Prof. Atulya K. Nagar: D.Phil. (York); M.Phil. (with distinction); M.Sc.; B.Sc. (Hons.); FHEA; FIMA
Liverpool Hope University
